After mom's missed cancer diagnosis, founder builds AI agents for patient follow-up

aakashgupta · x · 2026-10-28

Concurrence founder Ali Khokhar lost his mom at 13 to breast cancer diagnosed a year late. Every company he's built since is "a follow-up system disguised as an AI startup." The real failure isn't one bad doctor but the gap between visits: in one US health system, fewer than half of patients with a positive colon cancer stool test got a follow-up colonoscopy within 6 months, and waiting over a year meant 3x odds of advanced-stage diagnosis. The test worked, the referral was placed — nobody owned the last step. After Google and Upwork, he built Amigo/Concurrence: AI agents living inside hospitals to close that gap, announcing its "Superintelligent Care" chapter today.

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